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PROJECT STATUS

Current evidence, visible gaps and no silent upgrades.

A concise view of what is public for each model line, what remains incomplete and which documentation work comes next.

LAST REVIEWED

23 July 2026

f7eda1fb0ae153f0f9cc3477ead997cbdb462b39

Research statements are reviewed against this immutable lumen-quantum snapshot and the pinned Hugging Face model revisions linked from each record.

Inspect pinned snapshot

Public 49.3M-parameter experimental F16 GGUF release.

No standardized benchmark, final run manifest or explicit model license.

Public 49.3M-parameter F16 GGUF release with reported continued pretraining and held-out metrics.

No raw evaluation record, complete run log or explicit model license.

Partial evidence

quantum-1-echelon

Architecture preflight, tokenizer validation and Garden pipeline smoke evidence.

No production dataset, trained model, checkpoint, output or benchmark.

OPEN PUBLICATION ITEMS

Gaps remain part of the record.

Not published

Pilot final run manifests

Immutable records linking data, code, tokenizer, completed steps, checkpoints, evaluation and release files.

Not published

Raw evaluation artifacts

Versioned prompts, outputs, decoding settings, metric commands and failure labels.

Not measured

Resource measurements

Inference memory and throughput plus training hardware, runtime, cost and energy use.

Maintainer input required

Artifact licensing and visual provenance

Explicit terms for model weights, tokenizers, external research code and project images.

Not yet available

Echelon production and model artifacts

Final corpus manifest, training logs, checkpoints, weights, outputs and evaluation.

DOCUMENTATION ROADMAP

Evidence before claims.

  1. 01

    Publish canonical model-specific licenses and immutable release records.

  2. 02

    Attach raw, versioned pilot evaluation artifacts before making broader capability claims.

  3. 03

    Complete the Echelon production-data workflow before any dataset-total claim.

  4. 04

    Measure local inference requirements and performance using a documented environment.

  5. 05

    Keep every website claim tied to an immutable artifact or an explicit missing-evidence label.